Vietnamese Bi Encoder measured on 8 of 261 Embeddings benchmarks8
BenchmarkByScoreRank
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self-host onlyprice
34.1VN-MTEB Vietnamese v1
Sep 2023released
768Dimensions
0K tokensMax input
VietnameseLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterBge M3unstatedOpen+29%—$0.01Languages: not verified+1cOpenF2LLM v2 8Bunstated+52%——Memory (4-bit): 0.1 GB → 4.5 GBiBetterMultilingual E5 LargeunstatedOpen+24%—$0.01Memory (4-bit): 0.1 GB → 0.3 GBcBetterF2LLM v2 14BunstatedOpen+53%——Memory (4-bit): 0.1 GB → 8.4 GBcBetterF2LLM v2 4BunstatedOpen+51%——Memory (4-bit): 0.1 GB → 2.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Bge M3unstatedOpen+29%—$0.01Languages: not verified+1iMultilingual E5 LargeunstatedOpen+24%—$0.01Memory (4-bit): 0.1 GB → 0.3 GBcF2LLM v2 14BunstatedOpen+53%——Memory (4-bit): 0.1 GB → 8.4 GBcF2LLM v2 8BunstatedOpen+52%——Memory (4-bit): 0.1 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+51%——Memory (4-bit): 0.1 GB → 2.4 GBModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen+52%——Memory (4-bit): 0.1 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+51%——Memory (4-bit): 0.1 GB → 2.4 GBcF2LLM v2 1.7BunstatedOpen+48%——Memory (4-bit): 0.1 GB → 1 GBcF2LLM v2 0.6BunstatedOpen+43%——Memory (4-bit): 0.1 GB → 0.4 GBcF2LLM v2 330MunstatedOpen+38%——Memory (4-bit): 0.1 GB → 0.2 GBRun it yourself
estimateFits on✓ 8 GB (phone, laptop) · full quality✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
LicenceApache-2.0free for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does Vietnamese Bi Encoder cost?›
There is no per-unit API price: self-host only.
Is Vietnamese Bi Encoder free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Vietnamese Bi Encoder, and what is it best at?›
#26 of 31 in Embeddings.
Is Vietnamese Bi Encoder better than Bekko Embedding v1 A8m?›
On VN-MTEB Vietnamese v1 · Mean over tasks · Vietnamese, Vietnamese Bi Encoder scores 41.6 vs 47.8 — lower.
When was Vietnamese Bi Encoder released? Is there a newer version?›
Released 2023-09-09. It is the current version in its line.
Is Vietnamese Bi Encoder open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Vietnamese Bi Encoder locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Vietnamese Bi Encoder?›
Vietnamese Bi Encoder is an open-weights embeddings & retrieval model from bkai-foundation-models, released Sep 2023.
What are the best alternatives to Vietnamese Bi Encoder?›
Bge M3 (better), F2LLM v2 8B (open weights).